Heng Qi

Orcid: 0000-0002-8770-3934

According to our database1, Heng Qi authored at least 156 papers between 2010 and 2024.

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Bibliography

2024
Federated Unlearning With Momentum Degradation.
IEEE Internet Things J., 2024

TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Efficient Integrity Authentication Scheme for Large-Scale RFID Systems.
IEEE Trans. Mob. Comput., September, 2023

Breaking the Expression Bottleneck of Graph Neural Networks.
IEEE Trans. Knowl. Data Eng., June, 2023

MT-Net: Fast video instance lane detection based on space time memory and template matching.
J. Vis. Commun. Image Represent., March, 2023

Graph Optimized Data Offloading for Crowd-AI Hybrid Urban Tracking in Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst., January, 2023

Robust low tubal rank tensor completion via factor tensor norm minimization.
Pattern Recognit., 2023

KGTrust: Evaluating Trustworthiness of SIoT via Knowledge Enhanced Graph Neural Networks.
Proceedings of the ACM Web Conference 2023, 2023

FEAML: A Mobile Traffic Classification System with Feature Expansion and Autonomous Machine Learning.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

K Asynchronous Federated Learning with Cosine Similarity Based Aggregation on Non-IID Data.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

2022
Context-guided Ground Truth Sampling for Multi-Modality Data Augmentation in Autonomous Driving.
Dataset, April, 2022

A Tag-Correlation-Based Approach to Fast Identification of Group Tags.
IEEE Trans. Mob. Comput., 2022

Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions.
IEEE Trans. Intell. Transp. Syst., 2022

TCSA-Net: A Temporal-Context-Based Self-Attention Network for Next Location Prediction.
IEEE Trans. Intell. Transp. Syst., 2022

Scalable Distributed Hashing for Approximate Nearest Neighbor Search.
IEEE Trans. Image Process., 2022

Hash Learning With Variable Quantization for Large-Scale Retrieval.
IEEE Trans. Circuits Syst. Video Technol., 2022

Trading Cost and Throughput in Geo-Distributed Analytics With A Two Time Scale Approach.
IEEE Trans. Cloud Comput., 2022

Congestion-Aware Traffic Allocation for Geo-Distributed Data Centers.
IEEE Trans. Cloud Comput., 2022

Efficient Online Scheduling for Coflow-Aware Machine Learning Clusters.
IEEE Trans. Cloud Comput., 2022

A powerful software-defined cyber-physical system to expand CPS adoption.
Softw. Pract. Exp., 2022

A High Time-Efficient Missing Tag Detection Scheme for Integrated RFID Systems.
Sensors, 2022

Blockchain-Enhanced Federated Learning Market With Social Internet of Things.
IEEE J. Sel. Areas Commun., 2022

NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction.
CoRR, 2022

Efficient collision-slot utilization for missing tags identification in RFID system.
Comput. Commun., 2022

Federated Unlearning via Class-Discriminative Pruning.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

TailCmp - A Tail Latency Evaluation Solution of Public Cloud and Labeled von Neumann Architecture based Cloud Prototype.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

Optimization of O2O Food Delivery Strategy in Smart Cities.
Proceedings of the IEEE International Smart Cities Conference, 2022

Protect Privacy from Gradient Leakage Attack in Federated Learning.
Proceedings of the IEEE INFOCOM 2022, 2022

BULB: Lightweight and Automated Load Balancing for Fast Datacenter Networks.
Proceedings of the 51st International Conference on Parallel Processing, 2022

A Continuous Encoder-Decoder Method for Spatial-Temporal Forecasting.
Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022

A New Perspective on the Effects of Spectrum in Graph Neural Networks.
Proceedings of the International Conference on Machine Learning, 2022

One-shot Network Pruning at Initialization with Discriminative Image Patches.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
A Priority-Based Tag Identification Protocol for the Large-Scale RFID System.
IEEE Wirel. Commun. Lett., 2021

Hone: Mitigating Stragglers in Distributed Stream Processing With Tuple Scheduling.
IEEE Trans. Parallel Distributed Syst., 2021

Scheduling Mix-Coflows in Datacenter Networks.
IEEE Trans. Netw. Serv. Manag., 2021

Dynamic SDN Control Plane Request Assignment in NFV Datacenters.
IEEE Trans. Netw. Sci. Eng., 2021

Congestion-Aware Scheduling for Software-Defined SAG Networks.
IEEE Trans. Netw. Sci. Eng., 2021

Learning to Hash With Dimension Analysis Based Quantizer for Image Retrieval.
IEEE Trans. Multim., 2021

A Spatial-Temporal Attention Approach for Traffic Prediction.
IEEE Trans. Intell. Transp. Syst., 2021

Fast kNN Search in Weighted Hamming Space With Multiple Tables.
IEEE Trans. Image Process., 2021

Click-UP: Toward the Software Upgrade of Click-Based Modular Network Function.
IEEE Syst. J., 2021

DPCell: Constructing Novel Architectures of Data Center Networks on Dual-Port Servers.
IEEE Netw., 2021

A Blockchain-Driven IIoT Traffic Classification Service for Edge Computing.
IEEE Internet Things J., 2021

Multi-stage attention spatial-temporal graph networks for traffic prediction.
Neurocomputing, 2021

Cost as Performance: VNF Placement at the Edge.
IEEE Netw. Lett., 2021

Near-convex decomposition of 2D shape using visibility range.
Comput. Vis. Image Underst., 2021

Improving Spectral Graph Convolution for Learning Graph-level Representation.
CoRR, 2021

Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks.
Proceedings of the WWW '21: The Web Conference 2021, 2021

DarkTE: Towards Dark Traffic Engineering in Data Center Networks with Ensemble Learning.
Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

A Lightweight Integrity Authentication Approach for RFID-enabled Supply Chains.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

STNN: A Spatial-Temporal Graph Neural Network for Traffic Prediction.
Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

Super-Resolution and Infection Edge Detection Co-Guided Learning for Covid-19 Ct Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2021

Traffic Knowledge Graph Based Trajectory Destination Prediction.
Proceedings of the Big Data - 9th CCF Conference, 2021

2020
Endpoint-Flexible Coflow Scheduling Across Geo-Distributed Datacenters.
IEEE Trans. Parallel Distributed Syst., 2020

Implementation of Differential Tag Sampling for COTS RFID Systems.
IEEE Trans. Mob. Comput., 2020

Geographical Correlation-Based Data Collection for Sensor-Augmented RFID Systems.
IEEE Trans. Mob. Comput., 2020

Intelligent Trajectory Inference Through Cellular Signaling Data.
IEEE Trans. Cogn. Commun. Netw., 2020

Scale balance for prototype-based binary quantization.
Pattern Recognit., 2020

Latency-Constrained Cost-Minimized Request Allocation for Geo-Distributed Cloud Services.
IEEE Open J. Commun. Soc., 2020

WECAN: an Efficient West-East Control Associated Network for Large-Scale SDN Systems.
Mob. Networks Appl., 2020

Breaking the Expressive Bottlenecks of Graph Neural Networks.
CoRR, 2020

A Comprehensive Survey on Traffic Prediction.
CoRR, 2020

Efficient Coflow Transmission for Distributed Stream Processing.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

TINA: A Fair Inter-datacenter Transmission Mechanism with Deadline Guarantee.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Medical Image Super-Resolution Via Granular Multi-Scale Network In Nsct Domain.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

2019
Health Informatics: Applications of Mobile and Wireless Technologies.
Wirel. Commun. Mob. Comput., 2019

Fast Identification of Multi-Tagged Objects for Large-Scale RFID Systems.
IEEE Wirel. Commun. Lett., 2019

Coflow Scheduling in the Multi-Resource Environment.
IEEE Trans. Netw. Serv. Manag., 2019

FlowTracer: An Effective Flow Trajectory Detection Solution Based on Probabilistic Packet Tagging in SDN-Enabled Networks.
IEEE Trans. Netw. Serv. Manag., 2019

Cost-Minimizing Bandwidth Guarantee for Inter-Datacenter Traffic.
IEEE Trans. Cloud Comput., 2019

General Distributed Hash Learning on Image Descriptors for $k$-Nearest Neighbor Search.
IEEE Signal Process. Lett., 2019

An Active Controller Selection Scheme for Minimizing Packet-In Processing Latency in SDN.
Secur. Commun. Networks, 2019

ASTIR: Spatio-Temporal Data Mining for Crowd Flow Prediction.
IEEE Access, 2019

An Effective Network Intrusion Detection Framework Based on Learning to Hash.
Proceedings of the 2019 IEEE International Conference on Smart Internet of Things (SmartIoT), 2019

Contourlet Transform Based Seismic Signal Denoising via Multi-scale Information Distillation Network.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

D2D-Assisted Computation Offloading for Mobile Edge Computing Systems with Energy Harvesting.
Proceedings of the 20th International Conference on Parallel and Distributed Computing, 2019

An Effective Spatio-Temporal Query Framework for Massive Trajectory Data in Urban Computing.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

HBL-Sketch: A New Three-Tier Sketch for Accurate Network Measurement.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2019

A Framework for Resource-aware Online Traffic Classification Using CNN.
Proceedings of the 14th International Conference on Future Internet Technologies, 2019

2018
iDaaS: Inter-Datacenter Network as a Service.
IEEE Trans. Parallel Distributed Syst., 2018

CoMan: Managing Bandwidth Across Computing Frameworks in Multiplexed Datacenters.
IEEE Trans. Parallel Distributed Syst., 2018

TrafficShaper: Shaping Inter-Datacenter Traffic to Reduce the Transmission Cost.
IEEE/ACM Trans. Netw., 2018

Sustainable green data center: Guaranteeing flow deadlines in chains of virtual network functions with MRouting.
Sustain. Comput. Informatics Syst., 2018

More Requests, Less Cost: Uncertain Inter-Datacenter Traffic Transmission with Multi-Tier Pricing.
J. Comput. Sci. Technol., 2018

PRSFC-IoT: A Performance and Resource Aware Orchestration System of Service Function Chaining for Internet of Things.
IEEE Internet Things J., 2018

Openflow Based Dynamic Flow Scheduling with Multipath for Data Center Networks.
Comput. Syst. Sci. Eng., 2018

Special issue: BigDataSE 2016.
Comput. Syst. Sci. Eng., 2018

On efficient virtual cluster scaling across geo-distributed data centers.
Concurr. Comput. Pract. Exp., 2018

A decision-making solution for cloud storage system.
Concurr. Comput. Pract. Exp., 2018

Optimizing the Cost-Performance Tradeoff for Coflows Across Geo-Distributed Datacenters.
IEEE Access, 2018

Binary Hashing for Approximate Nearest Neighbor Search on Big Data: A Survey.
IEEE Access, 2018

Fast and Accurate Missing Tag Detection for Multi-category RFID Systems.
Proceedings of the 2018 IEEE International Conference on Smart Internet of Things (SmartIoT), 2018

CLICK-UP: Towards Software Upgrades of Click-driven Stateful Network Elements.
Proceedings of the ACM SIGCOMM 2018 Conference on Posters and Demos, 2018

Leveraging Endpoint Flexibility when Scheduling Coflows across Geo-distributed Datacenters.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

CPSS: A study of Cyber Physical System as a Software-defined Service.
Proceedings of the 2018 International Conference on Identification, 2018

2017
Performance Guaranteed Computation Offloading for Mobile-Edge Cloud Computing.
IEEE Wirel. Commun. Lett., 2017

Fast Tracking the Population of Key Tags in Large-Scale Anonymous RFID Systems.
IEEE/ACM Trans. Netw., 2017

RFID Estimation With Blocker Tags.
IEEE/ACM Trans. Netw., 2017

Minimal Perfect Hashing-Based Information Collection Protocol for RFID Systems.
IEEE Trans. Mob. Comput., 2017

Hash Ranking With Weighted Asymmetric Distance for Image Search.
IEEE Trans. Computational Imaging, 2017

Joint Optimization of Bandwidth for Provider and Delay for User in Software Defined Data Centers.
IEEE Trans. Cloud Comput., 2017

Pinpointing Anomaly RFID Tags: Situation and Opportunities.
IEEE Netw., 2017

Communication-aware virtual machine migration in cloud data centres.
Int. J. High Perform. Comput. Netw., 2017

Deep learning hashing for mobile visual search.
EURASIP J. Image Video Process., 2017

Joint correlation exploitation and network coding in two-way relaying systems.
Comput. Syst. Sci. Eng., 2017

Revisiting the Effectiveness of Off-the-shelf Temporal Modeling Approaches for Large-scale Video Classification.
CoRR, 2017

New advances in future network technologies.
Concurr. Comput. Pract. Exp., 2017

Dynamic scheming the duty cycle in the opportunistic routing sensor network.
Concurr. Comput. Pract. Exp., 2017

Profit-aware scheduling in task-level for datacenter networks.
Comput. Electr. Eng., 2017

AJSR: an Efficient Multiple Jumps Forwarding Scheme in Software-Defined WAN.
IEEE Access, 2017

Optimizing the cost-performance tradeoff for geo-distributed data analytics with uncertain demand.
Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

Grid-Based Indexing and Search Algorithms for Large-Scale and High-Dimensional Data.
Proceedings of the 14th International Symposium on Pervasive Systems, 2017

Probabilistic Frequent Itemsets Mining Based on Expectation Bound over Uncertain Database.
Proceedings of the 14th International Symposium on Pervasive Systems, 2017

More Peak, Less Differentiation: Towards A Pricing-aware Online Control Framework for Inter-Datacenter Transfers.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

An efficient deep learning hashing neural network for mobile visual search.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

A Decision Support Scheme for Cloud Storage.
Proceedings of the Fifth International Conference on Advanced Cloud and Big Data, 2017

2016
A K self-adaptive SDN controller placement for wide area networks.
Frontiers Inf. Technol. Electron. Eng., 2016

Robust subspace segmentation via nonconvex low rank representation.
Inf. Sci., 2016

Towards Application-Aware In-Network Bandwidth Management in Data Centers.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

An Efficient DDoS Detection with Bloom Filter in SDN.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Scheduling Dependent Coflows with Guaranteed Job Completion Time.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Multiple Query-Independent Values Based Asymmetric Ranking for Approximate Nearest Neighbor Search.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Fast Collection of Data in Sensor-Augmented RFID Networks.
Proceedings of the 13th Annual IEEE International Conference on Sensing, 2016

Data Rate Guarantee for Coflow scheduling in network function virtualization.
Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016

Approximate convex decomposition for 2D shapes based on visibility range.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

2015
An Efficient Elephant Flow Detection with Cost-Sensitive in SDN.
EAI Endorsed Trans. Ubiquitous Environ., 2015

ATFQ: A Fair and Efficient Packet Scheduling Method in Multi-Resource Environments.
IEEE Trans. Netw. Serv. Manag., 2015

MDFS: Deadline-Driven Flow Scheduling Scheme in Multi-Resource Environments.
IEEE Trans. Multi Scale Comput. Syst., 2015

Sampling Bloom Filter-Based Detection of Unknown RFID Tags.
IEEE Trans. Commun., 2015

ECDS: An effective shape signature using electrical charge distribution on the shape.
Pattern Recognit., 2015

The Indexing based on Multiple Visual Dictionaries for Object Based Image Retrieval.
J. Multiple Valued Log. Soft Comput., 2015

A Low Overhead Progressive Transmission for Visual Descriptor Based on Image Saliency.
J. Multiple Valued Log. Soft Comput., 2015

An exchanged folded hypercube-based topology structure for interconnection networks.
Concurr. Comput. Pract. Exp., 2015

Detecting DDoS attacks against data center with correlation analysis.
Comput. Commun., 2015

RFID cardinality estimation with blocker tags.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Zebra: An East-West Control Framework for SDN Controllers.
Proceedings of the 44th International Conference on Parallel Processing, 2015

D2CS: Dynamic Duty Cycle Scheme in an Opportunistic Routing Sensor Network.
Proceedings of the 24th International Conference on Computer Communication and Networks, 2015

Pota: Maximizing Profit for Task-Level Scheduling for Data Center Networks.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

WARank: Weighted Asymmetric Ranking for Approximate Nearest Neighbor Search.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014
A Low Transmission Overhead Framework of Mobile Visual Search Based on Vocabulary Decomposition.
IEEE Trans. Multim., 2014

An effective discretization method for disposing high-dimensional data.
Inf. Sci., 2014

Progressive transmission based on wavelet used in mobile visual search.
Int. J. Embed. Syst., 2014

A hierarchical kernel for image classification based on layered representation.
Comput. Syst. Sci. Eng., 2014

Preface.
Comput. Syst. Sci. Eng., 2014

A Framework of Mobile Visual Search Based on the Weighted Matching of Dominant Descriptor.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Fast Counting the Key Tags in Anonymous RFID Systems.
Proceedings of the 22nd IEEE International Conference on Network Protocols, 2014

The SDN controller placement problem for WAN.
Proceedings of the 2014 IEEE/CIC International Conference on Communications in China, 2014

Efficient Detection of Cloned Attacks for Large-Scale RFID Systems.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2014

A Shape Clustering Based Framework for Fast Context-Sensitive Shape Retrieval.
Proceedings of the IEEE 12th International Conference on Dependable, 2014

2013
UniDis: a universal discretization technique.
J. Intell. Inf. Syst., 2013

Time- and Energy-Efficient Detection of Unknown Tags in Large-Scale RFID Systems.
Proceedings of the IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems, 2013

The Exchanged Folded Hypercube.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

MVSS: Mobile Visual Search Based on Saliency.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

2012
Object-based image retrieval with kernel on adjacency matrix and local combined features.
ACM Trans. Multim. Comput. Commun. Appl., 2012

A Novel System for Evaluating Website Using Link Analysis.
Proceedings of the 11th IEEE International Conference on Trust, 2012

2010
An effective solution for trademark image retrieval by combining shape description and feature matching.
Pattern Recognit., 2010


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